I. Introduction
TRAFFIC signal control is one of the main objectives in urban transportation control. As we know the traffic flow groups coming from several directions conflict at an intersection, which brings traffic jams, chaos and even accidents. The effective signal timings at intersections can control the traffic flow to pass through the intersections clearly, safely and with the minimum stops and delays. So the signal control is the key to resolve those problems which typically appeared in the urban transportation.